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llama3-sudo-dpo-3epochs-medical-1e-5 – AI Model by QinLiuNLP | AlphaNeural AI
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QinLiuNLP
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llama3-sudo-dpo-3epochs-medical-1e-5
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peft
tensorboard
safetensors
trl
dpo
generated_from_trainer
meta-llama/Meta-Llama-3-8B
adapter
llama3
us
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llama3-sudo-dpo-3epochs-medical-1e-5
This model is a fine-tuned version of
meta-llama/Meta-Llama-3-8B
on an unknown dataset.
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 1e-05
train_batch_size: 4
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 4
total_train_batch_size: 64
total_eval_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 3
Training results
Framework versions
PEFT 0.12.0
Transformers 4.44.0
Pytorch 2.1.2
Datasets 3.0.0
Tokenizers 0.19.1
